{"id":"W2992199071","doi":"10.48550/arxiv.2007.13874","title":"MATLAS: a deep exploration of the surroundings of massive early-type galaxies","year":2020,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Astrophysics; Surface brightness; Galaxy; Astronomy; Globular cluster; Dwarf galaxy; Fornax Cluster","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009249314,0.001074411,0.000588852,0.003708738,0.0005329166,0.002240226,0.001064857,0.0005418084,0.003599465],"category_scores_gemma":[0.0008417668,0.0003774509,0.0007399046,0.002519617,0.0003974396,0.001632465,0.0022932,0.0008148063,0.001751955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008066138,"about_ca_system_score_gemma":0.0009550469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004420808,"about_ca_topic_score_gemma":0.006510222,"domain_scores_codex":[0.9996383,0.00005351463,0.000008241337,0.0000991733,0.0001154162,0.00008523345],"domain_scores_gemma":[0.9993279,0.0001391911,0.0001296581,0.00009103843,0.00009972142,0.0002125283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001128739,0.0002804375,0.125837,0.005100007,0.001082712,0.001474991,0.002968839,0.008645035,0.09910775,0.03268474,0.1261341,0.5955557],"study_design_scores_gemma":[0.0001119902,0.0002137184,0.2707212,0.000721412,0.0002755373,0.001957747,0.0009829765,0.005397134,0.01615177,0.01713893,0.6861861,0.0001414971],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4565498,0.1341051,0.0903689,0.005250452,0.0008027302,0.000659088,0.1773419,0.01448405,0.120438],"genre_scores_gemma":[0.5848183,0.06018136,0.1925696,0.001535899,0.001165149,0.000802374,0.1346421,0.002974318,0.02131082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004420808,"threshold_uncertainty_score":0.01204139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0828326870070345,"score_gpt":0.2117988295179362,"score_spread":0.1289661425109017,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}